Probabilistic Representations for Video Contrastive Learning

8 April 2022

Papers citing "Probabilistic Representations for Video Contrastive Learning"

36 / 36 papers shown

Title
Coca-Splat: Collaborative Optimization for Camera Parameters and 3D Gaussians Jiamin Wu Hongyang Li Xiaoke Jiang Yuan Yao Lei Zhang 3DGS 51 0 0 01 Apr 2025
EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training Qingyao Tian Huai Liao Xinyan Huang Bingyu Yang Dongdong Lei Sebastien Ourselin Hongbin Liu Mamba 68 0 0 26 Feb 2025
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 117 4 2 24 Oct 2024
AutoTurb: Using Large Language Models for Automatic Algebraic Model Discovery of Turbulence Closure Yu Zhang Kefeng Zheng Fei Liu Qingfu Zhang Zhenkun Wang 34 2 0 14 Oct 2024
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization Geuntaek Lim Hyunwoo Kim Joonsoo Kim Yukyung Choi 25 0 0 12 Aug 2024
Contrastive Factor Analysis Zhibin Duan Tiansheng Wen Yifei Wang Chen Zhu Bo Chen Mingyuan Zhou 38 1 0 31 Jul 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 35 2 0 15 Jun 2024
ProTA: Probabilistic Token Aggregation for Text-Video Retrieval Han Fang Xianghao Zang Chao Ban Zerun Feng Lanxiang Zhou Zhongjiang He Yongxiang Li Hao Sun 27 1 0 18 Apr 2024
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping Hyeongjun Kwon Jinhyun Jang Jin-Hwa Kim Kwonyoung Kim Kwanghoon Sohn 35 1 0 01 Apr 2024
Spatiotemporal Representation Learning for Short and Long Medical Image Time Series Chengzhi Shen M. Menten Hrvoje Bogunović U. Schmidt-Erfurth H. Scholl S. Sivaprasad A. Lotery Daniel Rueckert Paul Hager Robbie Holland 26 2 0 12 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 36 8 0 28 Feb 2024
Primary and Secondary Factor Consistency as Domain Knowledge to Guide Happiness Computing in Online Assessment Xiaohua Wu Lin Li Xiaohui Tao Frank Xing Jingling Yuan 11 0 0 17 Feb 2024
Domain Generalization with Small Data Kecheng Chen Elena Gal Hong Yan Haoliang Li OOD 21 5 0 09 Feb 2024
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis Tianyao He Huabin Liu Yuxi Li Xiao Ma Cheng Zhong Yang Zhang Weiyao Lin 20 5 0 18 Dec 2023
Stoichiometry Representation Learning with Polymorphic Crystal Structures Namkyeong Lee Heewoong Noh Gyoung S. Na Tianfan Fu Jimeng Sun Chanyoung Park 15 0 0 17 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 46 13 0 03 Nov 2023
Knowing Where to Focus: Event-aware Transformer for Video Grounding Jinhyun Jang Jungin Park Jin-Hwa Kim Hyeongjun Kwon K. Sohn 16 49 0 14 Aug 2023
End-to-End Supervised Multilabel Contrastive Learning A. Sajedi Samir Khaki Konstantinos N. Plataniotis Mahdi S. Hosseini SSL 21 8 0 08 Jul 2023
ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models Uddeshya Upadhyay Shyamgopal Karthik Massimiliano Mancini Zeynep Akata MLLM VLM 16 3 0 01 Jul 2023
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train Zhao Wang Chang Liu Shaoting Zhang Qi Dou MedIm 23 58 0 29 Jun 2023
Improved Probabilistic Image-Text Representations Sanghyuk Chun VLM 33 26 0 29 May 2023
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval Han Fang Zhifei Yang Xianghao Zang Chao Ban Hao Sun VGen 28 2 0 13 May 2023
Self-Supervised Video Representation Learning via Latent Time Navigation Di Yang Yaohui Wang Quan Kong A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond SSL AI4TS 43 10 0 10 May 2023
Probabilistic Prompt Learning for Dense Prediction Hyeongjun Kwon Taeyong Song Somi Jeong Jin-Hwa Kim Jinhyun Jang K. Sohn VLM 23 18 0 03 Apr 2023
Dual-path Adaptation from Image to Video Transformers Jungin Park Jiyoung Lee K. Sohn ViT 19 37 0 17 Mar 2023
UATVR: Uncertainty-Adaptive Text-Video Retrieval Bo Fang Wenhao Wu Chang-rui Liu Yu Zhou Yuxin Song Weiping Wang Min Yang Xiang Ji Jingdong Wang 24 45 0 16 Jan 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 14 6 0 21 Dec 2022
Probabilistic Deep Metric Learning for Hyperspectral Image Classification Cheng-Hao Wang Wenzhao Zheng Xian Sun Jiwen Lu Jie Zhou 11 1 0 15 Nov 2022
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations Haoyu Xie Changqi Wang Mingkai Zheng Minjing Dong Shan You Chong Fu Chang Xu SSL 39 14 0 26 Oct 2022
Representing Spatial Trajectories as Distributions Dídac Surís Carl Vondrick 27 5 0 04 Oct 2022
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 137 60 0 07 Dec 2021
Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun Seong Joon Oh Rafael Sampaio de Rezende Yannis Kalantidis Diane Larlus UQCV 401 200 0 13 Jan 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 308 0 19 Oct 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 131 133 0 21 Jul 2020
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 412 595 0 21 Jul 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015